Introduction: Robotics tracking systems delivering sub-millimeter website accuracy are increasingly vital for precise, reliable motion tracking in medical and industrial automation under variable conditions. As spring unfolds with its demands for precise outdoor navigation and evolving industrial workflows, the need for reliable tracking solutions